Understanding Random Forest: The Powerful Machine Learning Algorithm 🌲
Discover how the Random Forest algorithm works, its applications, and why it's a go-to choice for data scientists. A must-watch explanation for beginners and experts alike!

Analytics Vidhya
53.9K views • Jan 14, 2024

About this video
👉 Random Forest is a widely-used machine learning algorithm developed by Leo Breiman and Adele Cutler.
👉 This algorithm combines the output of multiple decision trees to reach a single result.
👉 Its ease of use and flexibility have fueled its adoption, as it handles both classification and regression problems.
👉 In this article, we will understand how random forest algorithm works
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Courses for Beginners 🔥
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✅ Generative AI: A Way of Life by Analytics Vidhya
✅ AI For Everyone by DeepLearning.ai
✅ Applied AI Professional Certificate by IBM
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Courses for Professionals 🔥
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✅ GenAI Pinnacle Program by Analytics Vidhya
✅ Generative AI with Large Language Models by DeepLearning.ai
✅ Designing and Building AI Products and Services by Massachusetts Institute of Technology (MIT)
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Analytics Vidhya Community ❤️
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Know More 🔗 https://bit.ly/4aoLGcK
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Additional Resources 🔥
----------------------------------------
👉 Top 21 Python Interview Questions: https://youtu.be/IT9A6ZtR_9s
👉 AI Tools to Build Resume: https://youtu.be/VF2D9hEV1cE
👉 AI Tools to Build LinkedIn: https://youtu.be/nOUCLLem0-w
👉 AI Tools to Get Resume Shortlisted: https://youtu.be/igkPBqyRluA
👉 AI Tools to Build Cover Letter: https://youtu.be/qjyjdgw-SgQ
👉 AI Tools Crack Interviews: https://youtu.be/0DLIVyXEKhQ
👉 Data Analytics Interview Questions: https://youtu.be/PI1rTHLQ1ok
👉 Top 10 SQL Projects: https://youtu.be/BlatyOOia04
👉 Top ML Projects: https://youtube.com/shorts/4Py7JiW-d-8
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Tags
-----------
#RandomForestAlgorithm
#DecisionTrees
#MachineLearningExplanation
#CollegeCourseSelection
#AlgorithmInSimpleTerms
#EnsembleLearning
#DataScienceExplained
#PredictiveModeling
#AlgorithmicDecisionMaking
#ChoosingCollegeMajor
#BalancedDecisionMaking
#StudentAdvice
#AIinEducation
#AlgorithmExplanation
#EducationalTechnology
#CareerDecisionMaking
#AlgorithmicPredictions
#AIinStudentLife
#MachineLearningConcepts
#StudentGuidanceTips
👉 This algorithm combines the output of multiple decision trees to reach a single result.
👉 Its ease of use and flexibility have fueled its adoption, as it handles both classification and regression problems.
👉 In this article, we will understand how random forest algorithm works
----------------------------------------
Courses for Beginners 🔥
-----------------------------------------
✅ Generative AI: A Way of Life by Analytics Vidhya
✅ AI For Everyone by DeepLearning.ai
✅ Applied AI Professional Certificate by IBM
--------------------------------------------
Courses for Professionals 🔥
---------------------------------------------
✅ GenAI Pinnacle Program by Analytics Vidhya
✅ Generative AI with Large Language Models by DeepLearning.ai
✅ Designing and Building AI Products and Services by Massachusetts Institute of Technology (MIT)
---------------------------------------------------------
Analytics Vidhya Community ❤️
---------------------------------------------------------
Know More 🔗 https://bit.ly/4aoLGcK
----------------------------------------
Additional Resources 🔥
----------------------------------------
👉 Top 21 Python Interview Questions: https://youtu.be/IT9A6ZtR_9s
👉 AI Tools to Build Resume: https://youtu.be/VF2D9hEV1cE
👉 AI Tools to Build LinkedIn: https://youtu.be/nOUCLLem0-w
👉 AI Tools to Get Resume Shortlisted: https://youtu.be/igkPBqyRluA
👉 AI Tools to Build Cover Letter: https://youtu.be/qjyjdgw-SgQ
👉 AI Tools Crack Interviews: https://youtu.be/0DLIVyXEKhQ
👉 Data Analytics Interview Questions: https://youtu.be/PI1rTHLQ1ok
👉 Top 10 SQL Projects: https://youtu.be/BlatyOOia04
👉 Top ML Projects: https://youtube.com/shorts/4Py7JiW-d-8
-----------
Tags
-----------
#RandomForestAlgorithm
#DecisionTrees
#MachineLearningExplanation
#CollegeCourseSelection
#AlgorithmInSimpleTerms
#EnsembleLearning
#DataScienceExplained
#PredictiveModeling
#AlgorithmicDecisionMaking
#ChoosingCollegeMajor
#BalancedDecisionMaking
#StudentAdvice
#AIinEducation
#AlgorithmExplanation
#EducationalTechnology
#CareerDecisionMaking
#AlgorithmicPredictions
#AIinStudentLife
#MachineLearningConcepts
#StudentGuidanceTips
Video Information
Views
53.9K
Likes
1.5K
Duration
0:53
Published
Jan 14, 2024
User Reviews
4.7
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